Browse > Article
http://dx.doi.org/10.6109/jkiice.2008.12.5.843

Face Detection using Color Information and AdaBoost Algorithm  

Na, Jong-Won (전남대학교 대학원 소프트웨어공학협동과정)
Kang, Dae-Wook (전남대학교 공과대학 전자컴퓨터공학부)
Bae, Jong-Sung (전남대학교 자연과학대학 수학통계학부)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.12, no.5, 2008 , pp. 843-848 More about this Journal
Abstract
Most of face detection technique uses information from the face of the movement. The traditional face detection method is to use difference picture method ate used to detect movement. However, most do not consider this mathematical approach using real-time or real-time implementation of the algorithm is complicated, not easy. This paper, the first to detect real-time facial image is converted YCbCr and RGB video input. Next, you convert the difference between video images of two adjacent to obtain and then to conduct Glassfire Labeling. Labeling value compared to the threshold behavior Area recognizes and converts video extracts. Actions to convert video to conduct face detection, and detection of facial characteristics required for the extraction and use of AdaBoost algorithm.
Keywords
face detection; adaboost; color information;
Citations & Related Records
연도 인용수 순위
  • Reference
1 H. Rowley, S. Baluja, T. Kanade, 'Neural network-based face detection,' In IEEE Patt. Anal. Mach. Intell, 20, pp 22-38, 1998
2 Paul Viola, M. Jones, 'Robust real-time object detection,' International Conference on Computer Vision, 2001
3 J. L. Crowley and F. Berard, 'multi-model tracking of faces for video communications,' In IEEE Proc. of Int, Conf. on Computer Vision and Pattern Recognition, Puerto Rico, June. 1997
4 A. L. Yuille, P. W. Hallinan, and D. S. Cohen, 'Feature extraction from faces using deformable templates,' Int. J. Comput. Vision, 8, pp 99-111, 1992   DOI
5 R. Herpers, M. Michaelis, 'Edge and keypoin detection in fatial regions,' In IEEE Proc. of 2nd Int. Conf. on Automatic Face and Gesture Recognition, Oct. 1996, pp 212-217
6 E. Osuna, R. Freund, and F. Girosi, 'Traning support vector machines: An application to face detections,' In IEEE Proc. of Int. Conf. on Computer Vision and Pattern Recognition, 6, 1997
7 H. Graf, E. Cosatto, and T. Ezzat, 'Face analysis for the synthesis of photo-realistic talking heads,' In Proceedings Fourth IEEE International Conf on Automatic Face and Gesture Recognition, 2000